Microsoft.ML.LightGbm not supported on Mac M1 – 'lib_lightgbm' (no such file) #7495

System Information (please complete the following information):

• OS & Version: macOS 15.6
• ML.NET Version: ML.NET v4.0.2
• .NET Version: .NET 9.0

Describe the bug
When attempting to use Microsoft.ML.LightGbm on an Apple Silicon Mac (M1), the package fails to load due to a missing native library dependency. The error message is:

Unhandled exception. System.DllNotFoundException: Unable to load shared library 'lib_lightgbm' or one of its dependencies. In order to help diagnose loading problems, consider setting the DYLD_PRINT_LIBRARIES environment variable

To Reproduce
Steps to reproduce the behavior:

1. dotnet new console
2. add packages
3. copy the sample code from here (https://learn.microsoft.com/en-us/dotnet/api/microsoft.ml.lightgbmextensions.lightgbm?view=ml-dotnet-preview)
4. dotnet run
5. see error: unhandled exception. System.DllNotFoundException: Unable to load shared library 'lib_lightgbm' or one of its dependencies. In order to help diagnose loading problems, consider setting the DYLD_PRINT_LIBRARIES environment variable:

Expected behavior
LightGBM should run on Mac M1

Screenshots, Code, Sample Projects
packages version

    <PackageReference Include="Microsoft.ML" Version="4.0.2" />
    <PackageReference Include="Microsoft.ML.LightGbm" Version="4.0.2" />

Additional context

lib_lightgbm.dylib is missing in osx-arm64